| // Copyright (C) 2022 Google LLC |
| // |
| // Licensed under the Apache License, Version 2.0 (the "License"); |
| // you may not use this file except in compliance with the License. |
| // You may obtain a copy of the License at |
| // |
| // http://www.apache.org/licenses/LICENSE-2.0 |
| // |
| // Unless required by applicable law or agreed to in writing, software |
| // distributed under the License is distributed on an "AS IS" BASIS, |
| // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| // See the License for the specific language governing permissions and |
| // limitations under the License. |
| |
| #include "icing/util/tokenized-document.h" |
| |
| #include <memory> |
| #include <string> |
| #include <string_view> |
| #include <utility> |
| #include <vector> |
| |
| #include "gmock/gmock.h" |
| #include "gtest/gtest.h" |
| #include "icing/document-builder.h" |
| #include "icing/feature-flags.h" |
| #include "icing/file/filesystem.h" |
| #include "icing/portable/platform.h" |
| #include "icing/proto/document.pb.h" |
| #include "icing/proto/schema.pb.h" |
| #include "icing/schema-builder.h" |
| #include "icing/schema/joinable-property.h" |
| #include "icing/schema/schema-store.h" |
| #include "icing/schema/section.h" |
| #include "icing/testing/common-matchers.h" |
| #include "icing/testing/fake-clock.h" |
| #include "icing/testing/test-data.h" |
| #include "icing/testing/test-feature-flags.h" |
| #include "icing/testing/tmp-directory.h" |
| #include "icing/tokenization/language-segmenter-factory.h" |
| #include "icing/tokenization/language-segmenter.h" |
| #include "icing/util/icu-data-file-helper.h" |
| #include "unicode/uloc.h" |
| |
| namespace icing { |
| namespace lib { |
| |
| namespace { |
| |
| using ::icing::lib::portable_equals_proto::EqualsProto; |
| using ::testing::ElementsAre; |
| using ::testing::Eq; |
| using ::testing::IsEmpty; |
| using ::testing::SizeIs; |
| |
| // schema types |
| static constexpr std::string_view kFakeType = "FakeType"; |
| |
| // Indexable properties and section Id. Section Id is determined by the |
| // lexicographical order of indexable property path. |
| static constexpr std::string_view kIndexableIntegerProperty1 = |
| "indexableInteger1"; |
| static constexpr std::string_view kIndexableIntegerProperty2 = |
| "indexableInteger2"; |
| static constexpr std::string_view kIndexableVectorProperty1 = |
| "indexableVector1"; |
| static constexpr std::string_view kIndexableVectorProperty2 = |
| "indexableVector2"; |
| static constexpr std::string_view kStringExactProperty = "stringExact"; |
| static constexpr std::string_view kStringPrefixProperty = "stringPrefix"; |
| |
| static constexpr SectionId kIndexableInteger1SectionId = 0; |
| static constexpr SectionId kIndexableInteger2SectionId = 1; |
| static constexpr SectionId kIndexableVector1SectionId = 2; |
| static constexpr SectionId kIndexableVector2SectionId = 3; |
| static constexpr SectionId kStringExactSectionId = 4; |
| static constexpr SectionId kStringPrefixSectionId = 5; |
| |
| // Joinable properties and joinable property id. Joinable property id is |
| // determined by the lexicographical order of joinable property path. |
| static constexpr std::string_view kQualifiedId1 = "qualifiedId1"; |
| static constexpr std::string_view kQualifiedId2 = "qualifiedId2"; |
| |
| static constexpr JoinablePropertyId kQualifiedId1JoinablePropertyId = 0; |
| static constexpr JoinablePropertyId kQualifiedId2JoinablePropertyId = 1; |
| |
| const SectionMetadata kIndexableInteger1SectionMetadata( |
| kIndexableInteger1SectionId, TYPE_INT64, TOKENIZER_NONE, TERM_MATCH_UNKNOWN, |
| NUMERIC_MATCH_RANGE, EMBEDDING_INDEXING_UNKNOWN, QUANTIZATION_TYPE_NONE, |
| std::string(kIndexableIntegerProperty1)); |
| |
| const SectionMetadata kIndexableInteger2SectionMetadata( |
| kIndexableInteger2SectionId, TYPE_INT64, TOKENIZER_NONE, TERM_MATCH_UNKNOWN, |
| NUMERIC_MATCH_RANGE, EMBEDDING_INDEXING_UNKNOWN, QUANTIZATION_TYPE_NONE, |
| std::string(kIndexableIntegerProperty2)); |
| |
| const SectionMetadata kIndexableVector1SectionMetadata( |
| kIndexableVector1SectionId, TYPE_VECTOR, TOKENIZER_NONE, TERM_MATCH_UNKNOWN, |
| NUMERIC_MATCH_UNKNOWN, EMBEDDING_INDEXING_LINEAR_SEARCH, |
| QUANTIZATION_TYPE_NONE, std::string(kIndexableVectorProperty1)); |
| |
| const SectionMetadata kIndexableVector2SectionMetadata( |
| kIndexableVector2SectionId, TYPE_VECTOR, TOKENIZER_NONE, TERM_MATCH_UNKNOWN, |
| NUMERIC_MATCH_UNKNOWN, EMBEDDING_INDEXING_LINEAR_SEARCH, |
| QUANTIZATION_TYPE_QUANTIZE_8_BIT, std::string(kIndexableVectorProperty2)); |
| |
| const SectionMetadata kStringExactSectionMetadata( |
| kStringExactSectionId, TYPE_STRING, TOKENIZER_PLAIN, TERM_MATCH_EXACT, |
| NUMERIC_MATCH_UNKNOWN, EMBEDDING_INDEXING_UNKNOWN, QUANTIZATION_TYPE_NONE, |
| std::string(kStringExactProperty)); |
| |
| const SectionMetadata kStringPrefixSectionMetadata( |
| kStringPrefixSectionId, TYPE_STRING, TOKENIZER_PLAIN, TERM_MATCH_PREFIX, |
| NUMERIC_MATCH_UNKNOWN, EMBEDDING_INDEXING_UNKNOWN, QUANTIZATION_TYPE_NONE, |
| std::string(kStringPrefixProperty)); |
| |
| const JoinablePropertyMetadata kQualifiedId1JoinablePropertyMetadata( |
| kQualifiedId1JoinablePropertyId, TYPE_STRING, |
| JOINABLE_VALUE_TYPE_QUALIFIED_ID, DELETE_PROPAGATION_TYPE_PROPAGATE_FROM, |
| std::string(kQualifiedId1)); |
| |
| const JoinablePropertyMetadata kQualifiedId2JoinablePropertyMetadata( |
| kQualifiedId2JoinablePropertyId, TYPE_STRING, |
| JOINABLE_VALUE_TYPE_QUALIFIED_ID, DELETE_PROPAGATION_TYPE_NONE, |
| std::string(kQualifiedId2)); |
| |
| // Other non-indexable/joinable properties. |
| constexpr std::string_view kUnindexedStringProperty = "unindexedString"; |
| constexpr std::string_view kUnindexedIntegerProperty = "unindexedInteger"; |
| constexpr std::string_view kUnindexedVectorProperty = "unindexedVector"; |
| |
| class TokenizedDocumentTest : public ::testing::Test { |
| protected: |
| void SetUp() override { |
| feature_flags_ = std::make_unique<FeatureFlags>(GetTestFeatureFlags()); |
| test_dir_ = GetTestTempDir() + "/icing"; |
| schema_store_dir_ = test_dir_ + "/schema_store"; |
| filesystem_.CreateDirectoryRecursively(schema_store_dir_.c_str()); |
| |
| if (!IsCfStringTokenization() && !IsReverseJniTokenization()) { |
| ICING_ASSERT_OK( |
| // File generated via icu_data_file rule in //icing/BUILD. |
| icu_data_file_helper::SetUpIcuDataFile( |
| GetTestFilePath("icing/icu.dat"))); |
| } |
| |
| language_segmenter_factory::SegmenterOptions options(ULOC_US); |
| ICING_ASSERT_OK_AND_ASSIGN( |
| lang_segmenter_, |
| language_segmenter_factory::Create(std::move(options))); |
| |
| ICING_ASSERT_OK_AND_ASSIGN( |
| schema_store_, SchemaStore::Create(&filesystem_, schema_store_dir_, |
| &fake_clock_, feature_flags_.get())); |
| |
| SchemaProto schema = |
| SchemaBuilder() |
| .AddType( |
| SchemaTypeConfigBuilder() |
| .SetType(kFakeType) |
| .AddProperty(PropertyConfigBuilder() |
| .SetName(kUnindexedStringProperty) |
| .SetDataType(TYPE_STRING) |
| .SetCardinality(CARDINALITY_OPTIONAL)) |
| .AddProperty(PropertyConfigBuilder() |
| .SetName(kUnindexedIntegerProperty) |
| .SetDataType(TYPE_INT64) |
| .SetCardinality(CARDINALITY_OPTIONAL)) |
| .AddProperty(PropertyConfigBuilder() |
| .SetName(kUnindexedVectorProperty) |
| .SetDataType(TYPE_VECTOR) |
| .SetCardinality(CARDINALITY_OPTIONAL)) |
| .AddProperty(PropertyConfigBuilder() |
| .SetName(kIndexableIntegerProperty1) |
| .SetDataTypeInt64(NUMERIC_MATCH_RANGE) |
| .SetCardinality(CARDINALITY_REPEATED)) |
| .AddProperty(PropertyConfigBuilder() |
| .SetName(kIndexableIntegerProperty2) |
| .SetDataTypeInt64(NUMERIC_MATCH_RANGE) |
| .SetCardinality(CARDINALITY_OPTIONAL)) |
| .AddProperty( |
| PropertyConfigBuilder() |
| .SetName(kIndexableVectorProperty1) |
| .SetDataTypeVector(EMBEDDING_INDEXING_LINEAR_SEARCH) |
| .SetCardinality(CARDINALITY_REPEATED)) |
| .AddProperty( |
| PropertyConfigBuilder() |
| .SetName(kIndexableVectorProperty2) |
| .SetDataTypeVector(EMBEDDING_INDEXING_LINEAR_SEARCH, |
| QUANTIZATION_TYPE_QUANTIZE_8_BIT) |
| .SetCardinality(CARDINALITY_OPTIONAL)) |
| .AddProperty(PropertyConfigBuilder() |
| .SetName(kStringExactProperty) |
| .SetDataTypeString(TERM_MATCH_EXACT, |
| TOKENIZER_PLAIN) |
| .SetCardinality(CARDINALITY_REPEATED)) |
| .AddProperty(PropertyConfigBuilder() |
| .SetName(kStringPrefixProperty) |
| .SetDataTypeString(TERM_MATCH_PREFIX, |
| TOKENIZER_PLAIN) |
| .SetCardinality(CARDINALITY_OPTIONAL)) |
| .AddProperty(PropertyConfigBuilder() |
| .SetName(kQualifiedId1) |
| .SetDataTypeJoinableString( |
| JOINABLE_VALUE_TYPE_QUALIFIED_ID, |
| DELETE_PROPAGATION_TYPE_PROPAGATE_FROM) |
| .SetCardinality(CARDINALITY_OPTIONAL)) |
| .AddProperty(PropertyConfigBuilder() |
| .SetName(kQualifiedId2) |
| .SetDataTypeJoinableString( |
| JOINABLE_VALUE_TYPE_QUALIFIED_ID, |
| DELETE_PROPAGATION_TYPE_NONE) |
| .SetCardinality(CARDINALITY_OPTIONAL))) |
| .Build(); |
| ICING_ASSERT_OK(schema_store_->SetSchema( |
| schema, /*ignore_errors_and_delete_documents=*/false, |
| /*allow_circular_schema_definitions=*/false)); |
| } |
| |
| void TearDown() override { |
| schema_store_.reset(); |
| |
| // Check that the schema store directory is the *only* directory in the |
| // schema_store_dir_. IOW, ensure that all temporary directories have been |
| // properly cleaned up. |
| std::vector<std::string> sub_dirs; |
| ASSERT_TRUE(filesystem_.ListDirectory(test_dir_.c_str(), &sub_dirs)); |
| ASSERT_THAT(sub_dirs, ElementsAre("schema_store")); |
| |
| // Finally, clean everything up. |
| ASSERT_TRUE(filesystem_.DeleteDirectoryRecursively(test_dir_.c_str())); |
| } |
| |
| std::unique_ptr<FeatureFlags> feature_flags_; |
| Filesystem filesystem_; |
| FakeClock fake_clock_; |
| std::string test_dir_; |
| std::string schema_store_dir_; |
| std::unique_ptr<LanguageSegmenter> lang_segmenter_; |
| std::unique_ptr<SchemaStore> schema_store_; |
| }; |
| |
| TEST_F(TokenizedDocumentTest, CreateAll) { |
| PropertyProto::VectorProto vector1; |
| vector1.set_model_signature("my_model1"); |
| vector1.add_values(1.0f); |
| vector1.add_values(2.0f); |
| PropertyProto::VectorProto vector2; |
| vector2.set_model_signature("my_model2"); |
| vector2.add_values(-1.0f); |
| vector2.add_values(-2.0f); |
| vector2.add_values(-3.0f); |
| |
| DocumentProto document = |
| DocumentBuilder() |
| .SetKey("icing", "fake_type/1") |
| .SetSchema(std::string(kFakeType)) |
| .AddStringProperty(std::string(kUnindexedStringProperty), |
| "hello world unindexed") |
| .AddStringProperty(std::string(kStringExactProperty), "test foo", |
| "test bar", "test baz") |
| .AddStringProperty(std::string(kStringPrefixProperty), "foo bar baz") |
| .AddInt64Property(std::string(kUnindexedIntegerProperty), 789) |
| .AddInt64Property(std::string(kIndexableIntegerProperty1), 1, 2, 3) |
| .AddInt64Property(std::string(kIndexableIntegerProperty2), 456) |
| .AddVectorProperty(std::string(kUnindexedVectorProperty), vector1) |
| .AddVectorProperty(std::string(kIndexableVectorProperty1), vector1, |
| vector2) |
| .AddVectorProperty(std::string(kIndexableVectorProperty2), vector1) |
| .AddStringProperty(std::string(kQualifiedId1), "pkg$db/ns#uri1") |
| .AddStringProperty(std::string(kQualifiedId2), "pkg$db/ns#uri2") |
| .Build(); |
| |
| ICING_ASSERT_OK_AND_ASSIGN( |
| TokenizedDocument tokenized_document, |
| TokenizedDocument::Create(schema_store_.get(), lang_segmenter_.get(), |
| document)); |
| |
| EXPECT_THAT(tokenized_document.document(), EqualsProto(document)); |
| EXPECT_THAT(tokenized_document.num_string_tokens(), Eq(9)); |
| |
| // string sections |
| EXPECT_THAT(tokenized_document.tokenized_string_sections(), SizeIs(2)); |
| EXPECT_THAT(tokenized_document.tokenized_string_sections().at(0).metadata, |
| Eq(kStringExactSectionMetadata)); |
| EXPECT_THAT( |
| tokenized_document.tokenized_string_sections().at(0).token_sequence, |
| ElementsAre("test", "foo", "test", "bar", "test", "baz")); |
| EXPECT_THAT(tokenized_document.tokenized_string_sections().at(1).metadata, |
| Eq(kStringPrefixSectionMetadata)); |
| EXPECT_THAT( |
| tokenized_document.tokenized_string_sections().at(1).token_sequence, |
| ElementsAre("foo", "bar", "baz")); |
| |
| // integer sections |
| EXPECT_THAT(tokenized_document.integer_sections(), SizeIs(2)); |
| EXPECT_THAT(tokenized_document.integer_sections().at(0).metadata, |
| Eq(kIndexableInteger1SectionMetadata)); |
| EXPECT_THAT(tokenized_document.integer_sections().at(0).content, |
| ElementsAre(1, 2, 3)); |
| EXPECT_THAT(tokenized_document.integer_sections().at(1).metadata, |
| Eq(kIndexableInteger2SectionMetadata)); |
| EXPECT_THAT(tokenized_document.integer_sections().at(1).content, |
| ElementsAre(456)); |
| |
| // vector sections |
| EXPECT_THAT(tokenized_document.vector_sections(), SizeIs(2)); |
| EXPECT_THAT(tokenized_document.vector_sections().at(0).metadata, |
| Eq(kIndexableVector1SectionMetadata)); |
| EXPECT_THAT(tokenized_document.vector_sections().at(0).content, |
| ElementsAre(EqualsProto(vector1), EqualsProto(vector2))); |
| EXPECT_THAT(tokenized_document.vector_sections().at(1).metadata, |
| Eq(kIndexableVector2SectionMetadata)); |
| EXPECT_THAT(tokenized_document.vector_sections().at(1).content, |
| ElementsAre(EqualsProto(vector1))); |
| |
| // Qualified id join properties |
| EXPECT_THAT(tokenized_document.qualified_id_join_properties(), SizeIs(2)); |
| EXPECT_THAT(tokenized_document.qualified_id_join_properties().at(0).metadata, |
| Eq(kQualifiedId1JoinablePropertyMetadata)); |
| EXPECT_THAT(tokenized_document.qualified_id_join_properties().at(0).values, |
| ElementsAre("pkg$db/ns#uri1")); |
| EXPECT_THAT(tokenized_document.qualified_id_join_properties().at(1).metadata, |
| Eq(kQualifiedId2JoinablePropertyMetadata)); |
| EXPECT_THAT(tokenized_document.qualified_id_join_properties().at(1).values, |
| ElementsAre("pkg$db/ns#uri2")); |
| } |
| |
| TEST_F(TokenizedDocumentTest, CreateNoIndexableIntegerProperties) { |
| DocumentProto document = |
| DocumentBuilder() |
| .SetKey("icing", "fake_type/1") |
| .SetSchema(std::string(kFakeType)) |
| .AddInt64Property(std::string(kUnindexedIntegerProperty), 789) |
| .Build(); |
| |
| ICING_ASSERT_OK_AND_ASSIGN( |
| TokenizedDocument tokenized_document, |
| TokenizedDocument::Create(schema_store_.get(), lang_segmenter_.get(), |
| document)); |
| |
| EXPECT_THAT(tokenized_document.document(), EqualsProto(document)); |
| EXPECT_THAT(tokenized_document.num_string_tokens(), Eq(0)); |
| |
| // string sections |
| EXPECT_THAT(tokenized_document.tokenized_string_sections(), IsEmpty()); |
| |
| // integer sections |
| EXPECT_THAT(tokenized_document.integer_sections(), IsEmpty()); |
| |
| // vector sections |
| EXPECT_THAT(tokenized_document.vector_sections(), IsEmpty()); |
| |
| // Qualified id join properties |
| EXPECT_THAT(tokenized_document.qualified_id_join_properties(), IsEmpty()); |
| } |
| |
| TEST_F(TokenizedDocumentTest, CreateMultipleIndexableIntegerProperties) { |
| DocumentProto document = |
| DocumentBuilder() |
| .SetKey("icing", "fake_type/1") |
| .SetSchema(std::string(kFakeType)) |
| .AddInt64Property(std::string(kUnindexedIntegerProperty), 789) |
| .AddInt64Property(std::string(kIndexableIntegerProperty1), 1, 2, 3) |
| .AddInt64Property(std::string(kIndexableIntegerProperty2), 456) |
| .Build(); |
| |
| ICING_ASSERT_OK_AND_ASSIGN( |
| TokenizedDocument tokenized_document, |
| TokenizedDocument::Create(schema_store_.get(), lang_segmenter_.get(), |
| document)); |
| |
| EXPECT_THAT(tokenized_document.document(), EqualsProto(document)); |
| EXPECT_THAT(tokenized_document.num_string_tokens(), Eq(0)); |
| |
| // string sections |
| EXPECT_THAT(tokenized_document.tokenized_string_sections(), IsEmpty()); |
| |
| // integer sections |
| EXPECT_THAT(tokenized_document.integer_sections(), SizeIs(2)); |
| EXPECT_THAT(tokenized_document.integer_sections().at(0).metadata, |
| Eq(kIndexableInteger1SectionMetadata)); |
| EXPECT_THAT(tokenized_document.integer_sections().at(0).content, |
| ElementsAre(1, 2, 3)); |
| EXPECT_THAT(tokenized_document.integer_sections().at(1).metadata, |
| Eq(kIndexableInteger2SectionMetadata)); |
| EXPECT_THAT(tokenized_document.integer_sections().at(1).content, |
| ElementsAre(456)); |
| |
| // vector sections |
| EXPECT_THAT(tokenized_document.vector_sections(), IsEmpty()); |
| |
| // Qualified id join properties |
| EXPECT_THAT(tokenized_document.qualified_id_join_properties(), IsEmpty()); |
| } |
| |
| TEST_F(TokenizedDocumentTest, CreateNoIndexableStringProperties) { |
| DocumentProto document = |
| DocumentBuilder() |
| .SetKey("icing", "fake_type/1") |
| .SetSchema(std::string(kFakeType)) |
| .AddStringProperty(std::string(kUnindexedStringProperty), |
| "hello world unindexed") |
| .Build(); |
| |
| ICING_ASSERT_OK_AND_ASSIGN( |
| TokenizedDocument tokenized_document, |
| TokenizedDocument::Create(schema_store_.get(), lang_segmenter_.get(), |
| document)); |
| |
| EXPECT_THAT(tokenized_document.document(), EqualsProto(document)); |
| EXPECT_THAT(tokenized_document.num_string_tokens(), Eq(0)); |
| |
| // string sections |
| EXPECT_THAT(tokenized_document.tokenized_string_sections(), IsEmpty()); |
| |
| // integer sections |
| EXPECT_THAT(tokenized_document.integer_sections(), IsEmpty()); |
| |
| // vector sections |
| EXPECT_THAT(tokenized_document.vector_sections(), IsEmpty()); |
| |
| // Qualified id join properties |
| EXPECT_THAT(tokenized_document.qualified_id_join_properties(), IsEmpty()); |
| } |
| |
| TEST_F(TokenizedDocumentTest, CreateMultipleIndexableStringProperties) { |
| DocumentProto document = |
| DocumentBuilder() |
| .SetKey("icing", "fake_type/1") |
| .SetSchema(std::string(kFakeType)) |
| .AddStringProperty(std::string(kUnindexedStringProperty), |
| "hello world unindexed") |
| .AddStringProperty(std::string(kStringExactProperty), "test foo", |
| "test bar", "test baz") |
| .AddStringProperty(std::string(kStringPrefixProperty), "foo bar baz") |
| .Build(); |
| |
| ICING_ASSERT_OK_AND_ASSIGN( |
| TokenizedDocument tokenized_document, |
| TokenizedDocument::Create(schema_store_.get(), lang_segmenter_.get(), |
| document)); |
| |
| EXPECT_THAT(tokenized_document.document(), EqualsProto(document)); |
| EXPECT_THAT(tokenized_document.num_string_tokens(), Eq(9)); |
| |
| // string sections |
| EXPECT_THAT(tokenized_document.tokenized_string_sections(), SizeIs(2)); |
| EXPECT_THAT(tokenized_document.tokenized_string_sections().at(0).metadata, |
| Eq(kStringExactSectionMetadata)); |
| EXPECT_THAT( |
| tokenized_document.tokenized_string_sections().at(0).token_sequence, |
| ElementsAre("test", "foo", "test", "bar", "test", "baz")); |
| EXPECT_THAT(tokenized_document.tokenized_string_sections().at(1).metadata, |
| Eq(kStringPrefixSectionMetadata)); |
| EXPECT_THAT( |
| tokenized_document.tokenized_string_sections().at(1).token_sequence, |
| ElementsAre("foo", "bar", "baz")); |
| |
| // integer sections |
| EXPECT_THAT(tokenized_document.integer_sections(), IsEmpty()); |
| |
| // vector sections |
| EXPECT_THAT(tokenized_document.vector_sections(), IsEmpty()); |
| |
| // Qualified id join properties |
| EXPECT_THAT(tokenized_document.qualified_id_join_properties(), IsEmpty()); |
| } |
| |
| TEST_F(TokenizedDocumentTest, CreateNoIndexableVectorProperties) { |
| PropertyProto::VectorProto vector; |
| vector.set_model_signature("my_model"); |
| vector.add_values(1.0f); |
| |
| DocumentProto document = |
| DocumentBuilder() |
| .SetKey("icing", "fake_type/1") |
| .SetSchema(std::string(kFakeType)) |
| .AddVectorProperty(std::string(kUnindexedVectorProperty), vector) |
| .Build(); |
| |
| ICING_ASSERT_OK_AND_ASSIGN( |
| TokenizedDocument tokenized_document, |
| TokenizedDocument::Create(schema_store_.get(), lang_segmenter_.get(), |
| document)); |
| |
| EXPECT_THAT(tokenized_document.document(), EqualsProto(document)); |
| EXPECT_THAT(tokenized_document.num_string_tokens(), Eq(0)); |
| |
| // string sections |
| EXPECT_THAT(tokenized_document.tokenized_string_sections(), IsEmpty()); |
| |
| // integer sections |
| EXPECT_THAT(tokenized_document.integer_sections(), IsEmpty()); |
| |
| // vector sections |
| EXPECT_THAT(tokenized_document.vector_sections(), IsEmpty()); |
| |
| // Qualified id join properties |
| EXPECT_THAT(tokenized_document.qualified_id_join_properties(), IsEmpty()); |
| } |
| |
| TEST_F(TokenizedDocumentTest, CreateMultipleIndexableVectorProperties) { |
| PropertyProto::VectorProto vector1; |
| vector1.set_model_signature("my_model1"); |
| vector1.add_values(1.0f); |
| vector1.add_values(2.0f); |
| PropertyProto::VectorProto vector2; |
| vector2.set_model_signature("my_model2"); |
| vector2.add_values(-1.0f); |
| vector2.add_values(-2.0f); |
| vector2.add_values(-3.0f); |
| |
| DocumentProto document = |
| DocumentBuilder() |
| .SetKey("icing", "fake_type/1") |
| .SetSchema(std::string(kFakeType)) |
| .AddVectorProperty(std::string(kUnindexedVectorProperty), vector1) |
| .AddVectorProperty(std::string(kIndexableVectorProperty1), vector1, |
| vector2) |
| .AddVectorProperty(std::string(kIndexableVectorProperty2), vector1) |
| .Build(); |
| |
| ICING_ASSERT_OK_AND_ASSIGN( |
| TokenizedDocument tokenized_document, |
| TokenizedDocument::Create(schema_store_.get(), lang_segmenter_.get(), |
| document)); |
| |
| EXPECT_THAT(tokenized_document.document(), EqualsProto(document)); |
| EXPECT_THAT(tokenized_document.num_string_tokens(), Eq(0)); |
| |
| // string sections |
| EXPECT_THAT(tokenized_document.tokenized_string_sections(), IsEmpty()); |
| |
| // integer sections |
| EXPECT_THAT(tokenized_document.integer_sections(), IsEmpty()); |
| |
| // vector sections |
| EXPECT_THAT(tokenized_document.vector_sections(), SizeIs(2)); |
| EXPECT_THAT(tokenized_document.vector_sections().at(0).metadata, |
| Eq(kIndexableVector1SectionMetadata)); |
| EXPECT_THAT(tokenized_document.vector_sections().at(0).content, |
| ElementsAre(EqualsProto(vector1), EqualsProto(vector2))); |
| EXPECT_THAT(tokenized_document.vector_sections().at(1).metadata, |
| Eq(kIndexableVector2SectionMetadata)); |
| EXPECT_THAT(tokenized_document.vector_sections().at(1).content, |
| ElementsAre(EqualsProto(vector1))); |
| |
| // Qualified id join properties |
| EXPECT_THAT(tokenized_document.qualified_id_join_properties(), IsEmpty()); |
| } |
| |
| TEST_F(TokenizedDocumentTest, CreateNoJoinQualifiedIdProperties) { |
| DocumentProto document = |
| DocumentBuilder() |
| .SetKey("icing", "fake_type/1") |
| .SetSchema(std::string(kFakeType)) |
| .AddStringProperty(std::string(kUnindexedStringProperty), |
| "hello world unindexed") |
| .Build(); |
| |
| ICING_ASSERT_OK_AND_ASSIGN( |
| TokenizedDocument tokenized_document, |
| TokenizedDocument::Create(schema_store_.get(), lang_segmenter_.get(), |
| document)); |
| |
| EXPECT_THAT(tokenized_document.document(), EqualsProto(document)); |
| EXPECT_THAT(tokenized_document.num_string_tokens(), Eq(0)); |
| |
| // string sections |
| EXPECT_THAT(tokenized_document.tokenized_string_sections(), IsEmpty()); |
| |
| // integer sections |
| EXPECT_THAT(tokenized_document.integer_sections(), IsEmpty()); |
| |
| // vector sections |
| EXPECT_THAT(tokenized_document.vector_sections(), IsEmpty()); |
| |
| // Qualified id join properties |
| EXPECT_THAT(tokenized_document.qualified_id_join_properties(), IsEmpty()); |
| } |
| |
| TEST_F(TokenizedDocumentTest, CreateMultipleJoinQualifiedIdProperties) { |
| DocumentProto document = |
| DocumentBuilder() |
| .SetKey("icing", "fake_type/1") |
| .SetSchema(std::string(kFakeType)) |
| .AddStringProperty(std::string(kUnindexedStringProperty), |
| "hello world unindexed") |
| .AddStringProperty(std::string(kQualifiedId1), "pkg$db/ns#uri1") |
| .AddStringProperty(std::string(kQualifiedId2), "pkg$db/ns#uri2") |
| .Build(); |
| |
| ICING_ASSERT_OK_AND_ASSIGN( |
| TokenizedDocument tokenized_document, |
| TokenizedDocument::Create(schema_store_.get(), lang_segmenter_.get(), |
| document)); |
| |
| EXPECT_THAT(tokenized_document.document(), EqualsProto(document)); |
| EXPECT_THAT(tokenized_document.num_string_tokens(), Eq(0)); |
| |
| // string sections |
| EXPECT_THAT(tokenized_document.tokenized_string_sections(), IsEmpty()); |
| |
| // integer sections |
| EXPECT_THAT(tokenized_document.integer_sections(), IsEmpty()); |
| |
| // vector sections |
| EXPECT_THAT(tokenized_document.vector_sections(), IsEmpty()); |
| |
| // Qualified id join properties |
| EXPECT_THAT(tokenized_document.qualified_id_join_properties(), SizeIs(2)); |
| EXPECT_THAT(tokenized_document.qualified_id_join_properties().at(0).metadata, |
| Eq(kQualifiedId1JoinablePropertyMetadata)); |
| EXPECT_THAT(tokenized_document.qualified_id_join_properties().at(0).values, |
| ElementsAre("pkg$db/ns#uri1")); |
| EXPECT_THAT(tokenized_document.qualified_id_join_properties().at(1).metadata, |
| Eq(kQualifiedId2JoinablePropertyMetadata)); |
| EXPECT_THAT(tokenized_document.qualified_id_join_properties().at(1).values, |
| ElementsAre("pkg$db/ns#uri2")); |
| } |
| |
| } // namespace |
| |
| } // namespace lib |
| } // namespace icing |
